crewAIInc / crewAI

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### Fast and Flexible Multi-Agent Automation Framework
> CrewAI is an open-source Python framework with high-level abstractions and low-level APIs for building production-ready multi-agent workflows.
> It gives developers autonomous agent collaboration through Crews and precise, event-driven control through Flows.
- **CrewAI Crews**: Optimize for autonomy and collaborative intelligence with role-based AI agents.
- **CrewAI Flows**: Build event-driven automations that combine precise workflow control, single LLM calls, and native support for Crews.
With over 100,000 developers certified through our community courses at learn.crewai.com, CrewAI is rapidly becoming the
standard for production-ready agentic automation.
# CrewAI AMP Suite
For organizations that need a commercial control plane around CrewAI, CrewAI AMP Suite adds managed deployment, observability, governance, security, and enterprise support.
You can try one part of the suite, the Crew Control Plane, for free.
## Crew Control Plane Key Features:
- **Tracing & Observability**: Monitor and track your AI agents and workflows in real-time, including metrics, logs, and traces.
- **Unified Control Plane**: A centralized platform for managing, monitoring, and scaling your AI agents and workflows.
- **Seamless Integrations**: Easily connect with existing enterprise systems, data sources, and cloud infrastructure.
- **Advanced Security**: Built-in robust security and compliance measures ensuring safe deployment and management.
- **Actionable Insights**: Real-time analytics and reporting to optimize performance and decision-making.
- **24/7 Support**: Dedicated enterprise support to ensure uninterrupted operation and quick resolution of issues.
- **On-premise and Cloud Deployment Options**: Deploy CrewAI AMP on-premise or in the cloud, depending on your security and compliance requirements.
CrewAI AMP is designed for enterprises seeking a powerful, reliable solution to transform complex business processes into efficient,
intelligent automations.
## Table of contents
- Build with AI
- Why CrewAI?
- Getting Started
 - Learning Resources
 - Understanding Flows and Crews
 - Installation
 - Setting Up Your Crew
 - Running Your Crew
- Key Features
- Examples
 - Quick Tutorial
 - Write Job Descriptions
 - Trip Planner
 - Stock Analysis
 - Using Crews and Flows Together
- Connecting Your Crew to a Model
- When to Use CrewAI
- Contribution
- Telemetry
- License
- Frequently Asked Questions (FAQ)
## Build with AI
Using an AI coding agent? Teach it CrewAI best practices in one command:
**Claude Code:**
 [code] 
Four skills that activate automatically when you ask relevant CrewAI questions:
| Skill | When it runs |
|-------|--------------|
| `getting-started` | Scaffolding new projects, choosing between `LLM.call()` / `Agent` / `Crew` / `Flow`, wiring `crew.jsonc` / `main.py` |
| `design-agent` | Configuring agents — role, goal